Big Data Publications

Publications in Big Data

Explore the most influential research papers and scholarly works that have shaped Big Data. Use the concept filter below to focus on a specific sub-area of research.

Big Data

48K

Publications

Citations

Showing yearly statistics from 2000-2026.

Page 1

	Year	Citations
XGBoost Cluster ComputingEngineeringMachine LearningMachine Learning ToolInformation Retrieval	2016	44.2K
MapReduce Sanjay Ghemawat Communications of the ACM Cluster ComputingEngineeringComputer ArchitectureMap-reduceThousand Mapreduce Jobs	2008	18.4K
The WEKA data mining software Mark Hall, Eibe Frank, Geoffrey Holmes, ACM SIGKDD Explorations Newsletter EngineeringPattern MiningText MiningOptimization-based Data MiningWeka Workbench	2009	17.8K
Google Earth Engine: Planetary-scale geospatial analysis for everyone Noel Gorelick, M. Hancher, Mike Dixon, Remote Sensing of Environment EngineeringGeovisualizationGeocomputationEarth System ScienceEarth Science	2017	13.1K
Learning from Imbalanced Data Haibo He, Edwardo A. Garcia IEEE Transactions on Knowledge and Data Engineering EngineeringMachine LearningCritical ReviewText MiningData Science	2009	9.2K
Data clustering: 50 years beyond K-means Anil K. Jain Pattern Recognition Letters Cluster ComputingDocument ClusteringEngineeringData ScienceData Mining	2009	8.9K
A survey of transfer learning Karl R. Weiss, Taghi M. Khoshgoftaar, Dingding Wang Journal Of Big Data Data ClassificationEngineeringMachine LearningData ScienceData Mining	2016	5.9K
Cloud computing and emerging IT platforms: Vision, hype, and reality for delivering computing as the 5th utility Rajkumar Buyya, Chee Shin Yeo, Srikumar Venugopal, Future Generation Computer Systems EngineeringCloud-based IntegrationCloud Computing ArchitectureCloud ComputingDistributed Cloud	2008	5.9K
A relational model of data for large shared data banks E. F. Codd Communications of the ACM Relational DatabaseEngineeringComputer ArchitectureSemantic WebFuture Users	1970	5.2K
LOF Markus Breunig, Hans‐Peter Kriegel, Raymond T. Ng, ACM SIGMOD Record Anomaly DetectionMachine LearningEngineeringPattern DiscoveryLocal Outliers	2000	5.1K
The Google file system Sanjay Ghemawat, Howard Gobioff, Shun-Tak A. Leung ACM SIGOPS Operating Systems Review File SystemDistributed File SystemEngineeringArticle ShareCloud Computing	2003	5K
A relational model of data for large shared data banks E. F. Codd Communications of the ACM Relational DatabaseEngineeringComputer ArchitectureSemantic WebFuture Users	1983	4.8K

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